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GitLab vs JFrog Xray comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Nov 5, 2024

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

ROI

Sentiment score
6.2
GitLab boosts ROI by enhancing efficiency, reducing deployment time, and supporting DevOps with innovative, cost-effective tools for faster market delivery.
Sentiment score
3.5
JFrog Xray improved efficiency, security, and compliance, reduced downtime, and sped up release cycles with enhanced vulnerability detection and reporting.
Regarding release frequency, previously we had one to two releases per week, but now we achieve daily or on-demand releases, resulting in a three to five-fold increase in release frequency.
Site Reliability Engineer at Granicus Inc.
Migrating to GitLab is bringing time-saving benefits, and everything is easier to automate.
IT Manager at a tech company with 5,001-10,000 employees
We have saved time significantly, reducing deployment time from four hours to five minutes per deployment.
IT Software Architect at ANAC - Autorità Nazionale Anticorruzione
 

Customer Service

Sentiment score
6.6
GitLab support receives mixed reviews, with premium users satisfied, while free-tier users experience slower response and limited support.
Sentiment score
4.0
JFrog Xray's customer service is generally well-received, with positive technical support, though not all users engage directly.
We have rarely needed to escalate issues to technical support since GitLab usually runs seamlessly.
AWS DevOps/ Site Reliability Engineer at Tata Consultancy
I have interacted with architects for some advice during the implementation, and they were prompt in their response.
Platform Engineer & Manager at a computer software company with 51-200 employees
I have had meetings where they taught me, explained things, and provided guidance for starting from scratch.
IT Manager at a tech company with 5,001-10,000 employees
When we need clarifications, we contact our account manager, and they arrange demos.
Development Senior at a financial services firm with 5,001-10,000 employees
On a scale of 1 to 10, I would rate the technical support of JFrog Xray an eight because they are very knowledgeable.
DevSecOps Engineer at a tech services company with 501-1,000 employees
 

Scalability Issues

Sentiment score
7.3
GitLab is praised for its scalability, supporting diverse workloads and environments, though smaller teams might underutilize it.
Sentiment score
6.8
JFrog Xray is scalable and suitable for multiple applications, despite PostgreSQL limitations and some performance challenges.
It has all the features required for our coding and deployment needs, which makes it scalable to our changing requirements.
Senior Application Developer at IBM
We're transitioning to OpenShift for future scalability with increased user numbers.
Platform Engineer & Manager at a computer software company with 51-200 employees
For scaling, other deployment options from GitLab's side need to be adopted.
Manager, Engineering at 7-Eleven
According to my use case, it is highly scalable.
DevOps Engineer at Syvora
 

Stability Issues

Sentiment score
8.2
GitLab is highly rated for stability, with users rarely experiencing performance issues, bugs, or downtime despite minor upgrade challenges.
Sentiment score
7.6
JFrog Xray is praised for stability and security, compared favorably to competitors, with minor concerns about PostgreSQL support.
I have not encountered any performance or stability issues with GitLab so far.
AWS DevOps/ Site Reliability Engineer at Tata Consultancy
The updates are frequent and demanding, happening at least once a week due to security reasons.
Chief Technology Officer at Acclym
We raised a request with GitLab support, but they were unable to help because they could not find the root cause of what went wrong.
Assistant Manager at a tech vendor with 10,001+ employees
I use JFrog Xray primarily for security purposes, and I find it reliable.
DevOps Engineer at Syvora
We did experience crashes, downtimes, and performance issues with JFrog Xray.
DevSecOps Engineer at a tech services company with 501-1,000 employees
 

Room For Improvement

GitLab users face challenges with integration, documentation, pricing, and scalability, with improvements needed in security, performance, and flexibility.
Users demand better reporting, documentation, UI, site performance, API limits, custom reports, vulnerability management, and integration support.
It would be beneficial to have a user-friendly interface for setting up these configurations, instead of just writing YAML files.
IT Manager at a tech company with 5,001-10,000 employees
It is essential to conduct proper testing, such as unit tests and code coverage, within the SDLC pipelines.
Manager, Engineering at 7-Eleven
GitLab can improve its user interface to make conflict resolution more user-friendly.
Senior Application Developer at IBM
When we have given a very long tag, it doesn't work as expected and requires excessive scrolling.
DevOps Engineer at Syvora
somehow you need to adapt your GitLab pipeline and turn them into JFrog pipeline, and this is something they don't really advertise at first—you're obliged to use the JFrog CLI.
DevSecOps Engineer at a tech services company with 501-1,000 employees
X-ray needs improvement in supporting more than one database, as it currently only supports PostgreSQL.
Development Senior at a financial services firm with 5,001-10,000 employees
 

Setup Cost

GitLab provides free and paid plans, with perceived reasonable pricing, though higher for small teams needing advanced features.
Even when working in other small organizations, we opted for GitLab as it was cost-efficient.
Senior Application Developer at IBM
The pricing of GitLab is reasonable, aligning with what I consider to be average compared to competitors.
IT Manager at a tech company with 5,001-10,000 employees
The price is high, and it limits user accessibility.
IT Software Architect at ANAC - Autorità Nazionale Anticorruzione
JFrog Xray provides a free trial of 14 days.
DevOps Engineer at Syvora
The basic scanning capabilities come with Artifactory, however, curation requires additional licenses.
Development Senior at a financial services firm with 5,001-10,000 employees
 

Valuable Features

GitLab excels with a user-friendly interface, robust CI/CD, strong integrations, security, automation, and multi-cloud support for developers.
JFrog Xray offers deep scanning, seamless integration with Artifactory, robust vulnerabilities management, flexible deployment, and attractive pricing.
As we implement automated testing and DevSecOps, it speeds up the process by forty to sixty percent.
Platform Engineer & Manager at a computer software company with 51-200 employees
The Ultimate version offers enhanced features for security scanning through DAST and SAST analysis, which have greatly benefitted our project workflow.
IT Software Architect at ANAC - Autorità Nazionale Anticorruzione
By integrating GitLab as a DevOps platform, we have enhanced agility, improved our time to market, and different teams can work collaboratively on various projects.
Manager, Engineering at 7-Eleven
The most valuable features of JFrog Xray are its curation capabilities, its native integration with Artifactory, scanning for vulnerabilities, and license compliance features.
Development Senior at a financial services firm with 5,001-10,000 employees
The policy-driven approach of JFrog Xray helped me maintain security standards by integrating it in the development pipeline.
DevSecOps Engineer at a tech services company with 501-1,000 employees
With other registries such as ECR, we can use the images only in the AWS cloud. With JFrog, we can use this registry from any cloud or work locally as well.
DevOps Engineer at Syvora
 

Categories and Ranking

GitLab
Ranking in Software Composition Analysis (SCA)
4th
Average Rating
8.4
Reviews Sentiment
6.9
Number of Reviews
91
Ranking in other categories
Application Security Tools (8th), Build Automation (1st), Release Automation (2nd), Static Application Security Testing (SAST) (5th), Rapid Application Development Software (9th), Enterprise Agile Planning Tools (2nd), Fuzz Testing Tools (2nd), DevSecOps (1st)
JFrog Xray
Ranking in Software Composition Analysis (SCA)
5th
Average Rating
7.8
Reviews Sentiment
6.3
Number of Reviews
10
Ranking in other categories
Vulnerability Management (39th), Container Security (14th), Software Supply Chain Security (1st)
 

Mindshare comparison

As of February 2026, in the Software Composition Analysis (SCA) category, the mindshare of GitLab is 3.8%, down from 4.3% compared to the previous year. The mindshare of JFrog Xray is 7.5%, down from 9.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Software Composition Analysis (SCA) Market Share Distribution
ProductMarket Share (%)
GitLab3.8%
JFrog Xray7.5%
Other88.7%
Software Composition Analysis (SCA)
 

Featured Reviews

BasilJiji - PeerSpot reviewer
System Engineer at a retailer with 10,001+ employees
Role-based workflows have transformed daily deployments and improve team collaboration
GitLab has role-based access control, so when a team member needs to make a code change, they cannot directly apply it to the environment but must put in a merge request. Once a senior reviews the code and approves it, then it is implemented across the environment, making it safer and allowing everyone to experience the process. The best features GitLab offers are version control and automation, which are the major things that stand out to me. When it comes to access, the login is very smooth, with just one login integrated with our Okta, allowing everyone to log in easily. Deployments become much easier, and that is how GitLab helps. The automation features make my work easier because we use a tool called AWX, which is connected to GitLab. Whenever we run a job on AWX, it directly checks the code and uses it. Since the code is not preserved locally but kept in the cloud, it is safe and nobody can tamper with it. When it comes to safety, that is a major thing. Automation features allow the code to be accessed from any tools we use, so the jobs we run are helping tremendously and doing their work perfectly. For pipeline tasks, we have created a significant amount of pipelines, which are all hosted in GitLab. Running the pipelines has become much easier, and they are doing a perfect job, helping tremendously in our day-to-day activities. GitLab has positively impacted my organization because previously we stored code locally on servers, leading to many risks. Since GitLab came into our environment, our integration and deployments became much easier, helping our work become much smoother. Improvements from GitLab have led to better team collaboration because when several people are working, they can all edit the code and submit it as a merge request, and once approved, it reflects directly to the main branch. Many can work at the same time. When it comes to deployments, deploying has become much faster since we started using GitLab, and even if errors occur, we can spot them easily and troubleshoot, which has helped tremendously.
Anand Nanwana - PeerSpot reviewer
DevOps Engineer at Syvora
Offers flexibility across clouds and easy credential management while interface improvements are needed
For JFrog Xray, the Artifactory and package repositories are valuable features. There are many benefits from JFrog Xray. For example, with other registries such as ECR, we can use the images only in the AWS cloud. With JFrog, we can use this registry from any cloud or work locally as well. JFrog can support multiple packages, such as NuGet package, pip, and other technologies. It can be used for Terraform as well. The credential management is very easy in JFrog. For instance, when using GitHub action as a CI/CD tool, I just need to create a token and set up JFrog CLI there and give access to the repository. With multiple repositories, I can generate a token for a specific repository, add that token in the GitHub secret, fetch from the CI/CD, run the command JFrog CLI, and authenticate through the token. Then we can push the images into JFrog.
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Top Industries

By visitors reading reviews
Financial Services Firm
14%
Computer Software Company
12%
Government
11%
Manufacturing Company
11%
Financial Services Firm
25%
Manufacturing Company
12%
Computer Software Company
9%
Government
5%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business36
Midsize Enterprise10
Large Enterprise46
By reviewers
Company SizeCount
Small Business1
Midsize Enterprise3
Large Enterprise6
 

Questions from the Community

What do you like most about GitLab?
I find the features and version control history to be most valuable for our development workflow. These aspects provide us with a clear view of changes and help us manage requests efficiently.
What is your experience regarding pricing and costs for GitLab?
The setup cost was moderate and not very high. For GitLab SaaS, the initial setup cost was minimal, while self-managed GitLab involved infrastructure, VM storage backups, runner configuration, and ...
What needs improvement with GitLab?
A pain point I have encountered with GitLab is that large GitLab-ci.yml files become hard to read and maintain. YAML syntax is strict, and errors are easy to make, while debugging pipeline logic ca...
What do you like most about JFrog Xray?
JFrog Xray shows us a list of vulnerabilities that can impact our code.
What needs improvement with JFrog Xray?
I would assess the integration of JFrog Xray with CI/CD tools as the weak point. You have two means to do that: one is using the API, or the other is using the command line from JFrog. That part is...
What is your primary use case for JFrog Xray?
For JFrog Xray product, you can use it for two main goals: compliance and security. You can use it to check if your licenses are compliant, and you can check if your dependencies you want to use ar...
 

Comparisons

 

Also Known As

Fuzzit
JFrog Security Essentials
 

Overview

 

Sample Customers

1. NASA  2. IBM  3. Sony  4. Alibaba  5. CERN  6. Siemens  7. Volkswagen  8. ING  9. Ticketmaster  10. SpaceX  11. Adobe  12. Intuit  13. Autodesk  14. Rakuten  15. Unity Technologies  16. Pandora  17. Electronic Arts  18. Nordstrom  19. Verizon  20. Comcast  21. Philips  22. Deutsche Telekom  23. Orange  24. Fujitsu  25. Ericsson  26. Nokia  27. General Electric  28. Cisco  29. Accenture  30. Deloitte  31. PwC  32. KPMG
google, amazon, cisco, netflix, oracle, vmware, facebook
Find out what your peers are saying about GitLab vs. JFrog Xray and other solutions. Updated: December 2025.
881,665 professionals have used our research since 2012.